{"id":"W6990114548","doi":"","title":"Comprehensive screening of persistent organic pollutants
\\nin industrial wastewater using GC and LC
\\ncyclic ion mobility-high resolution mass spectrometry","year":2023,"lang":"en","type":"dissertation","venue":"Memorial University Research Repository (Memorial University)","topic":"Per- and polyfluoroalkyl substances research","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Government of Ontario","keywords":"Wastewater; Work (physics); Human health; Chemical industry; Compounding","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007271736,0.0006467834,0.00061344,0.001170861,0.0007048176,0.00078699,0.0006491934,0.0004852118,0.001183628],"category_scores_gemma":[0.0005926264,0.0002447102,0.0004922018,0.001027771,0.0005242567,0.0002801575,0.0006843044,0.0002521564,0.0005898817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001451056,"about_ca_system_score_gemma":0.003244151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07082526,"about_ca_topic_score_gemma":0.2091443,"domain_scores_codex":[0.9989257,0.00006500578,0.00006485506,0.0003034999,0.0005392071,0.0001015862],"domain_scores_gemma":[0.9996624,0.00004482164,0.00004166584,0.00002875109,0.0002033496,0.00001897231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001178016,0.00007619064,0.02482986,0.0003379784,0.00008297933,0.000223373,0.0002961253,0.0003981498,0.9257572,0.0001361747,0.0006984572,0.04704581],"study_design_scores_gemma":[0.00002809106,0.0003580534,0.1898003,0.00007253901,0.0001889074,0.0005126102,0.0005606875,0.007918386,0.7720693,0.0002139209,0.02817811,0.00009913016],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9367588,0.002255228,0.03918586,0.0002758632,0.00004601839,0.0005685983,0.009526644,0.001563714,0.009819431],"genre_scores_gemma":[0.8141781,0.00383363,0.1461166,0.0006345939,0.00002218993,0.0005985778,0.01286116,0.0002876643,0.02146745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07082526,"threshold_uncertainty_score":0.140826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04825652122550871,"score_gpt":0.2673638647768667,"score_spread":0.219107343551358,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}